Chris Williams
5 papers · 2014–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Conference Pioneer
Venues
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Research topics
Keywords
time series analysis
(1)
multi-task learning
(1)
domain generalization
(1)
density estimation
(1)
source-free domain adaptation
(1)
time series
(1)
generative model
(1)
probabilistic model
(1)
dynamical system
(1)
nonlinear dynamical system
(1)
variational autoencoder
(1)
uncertainty estimation
(1)
physiological monitoring
(1)
feature restoration
(1)
drug response
(1)
vital sign prediction
(1)
drug infusion
(1)
measurement shift
(1)
Papers
Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration
ICLR 2022
On Memorization in Probabilistic Deep Generative Models
NeurIPS 2021
Multi-Task Time Series Analysis applied to Drug Response Modelling
AISTATS 2019
Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring
MLHC 2016
Visual Boundary Prediction: A Deep Neural Prediction Network and Quality Dissection
AISTATS 2014